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{mso-list-id:533268947; mso-list-template-ids:1037172928;} @list l2:level1 {mso-level-number-format:bullet; mso-level-text:; mso-level-tab-stop:.5in; mso-level-number-position:left; text-indent:-.25in; mso-ansi-font-size:10.0pt; font-family:Symbol;} ol {margin-bottom:0in;} ul {margin-bottom:0in;} --> </style> <!--[if gte mso 10]> <style> /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-qformat:yes; mso-style-parent:""; mso-padding-alt:0in 5.4pt 0in 5.4pt; mso-para-margin:0in; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:10.0pt; font-family:"Times New Roman","serif";} </style> <![endif]--> <meta content="Julia Hirschberg" name=author> <meta content="SEAS Columbia University;" name=Description> <meta content="SEAS Columbia University;" name=Keywords> <link href="http://wwwapp.cc.columbia.edu/sws/cucms/civil/admin/images/favicon.ico" rel="shortcut icon"> <link href="http://wwwapp.cc.columbia.edu/sws/cucms/civil/admin/images/favicon.ico" rel=icon> <script type="text/javascript" src="syllabus10_files/dropdowntabs.js"> </script> <!--[if gte mso 9]><xml> <o:shapelayout v:ext="edit"> <o:idmap v:ext="edit" data="1"/> </o:shapelayout></xml><![endif]--> </head> <script id="gwScript" type="text/javascript"> function gwCall(method, argStr) { var gwProxy = window.document.getElementById('gwProxy'); if (gwProxy) { gwProxy.setAttribute('gwMethod', method); gwProxy.setAttribute('gwArgStr', argStr); var e = document.createEvent('MouseEvents'); e.initEvent('click',true,true); gwProxy.dispatchEvent(e); } } function jsCall() { var jsProxy = document.getElementById('jsProxy'); if (jsProxy) { var jsCode = jsProxy.getAttribute('jsCode'); eval(jsCode); } } function Gateway() { var _P4r4m5_ = {}; this.addParam = function(name,value) { _P4r4m5_[escape(name)] = 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margin-bottom:0in;margin-left:0in;margin-bottom:.0001pt;text-align:right; text-indent:-.25in;mso-list:l1 level1 lfo1;tab-stops:list .5in;background:white; vertical-align:bottom'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;text-transform:uppercase;letter-spacing:-.75pt; mso-bidi-font-weight:bold'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-size:8.5pt;font-family: "Verdana","sans-serif";mso-fareast-font-family:"Times New Roman";text-transform: uppercase;letter-spacing:-.75pt'><a href="http://www.cs.columbia.edu/%7Ejulia/index.html"><span style='color:#336699'>Home</span></a><o:p></o:p></span></b></p> <p class=MsoNormal align=right style='margin-top:0in;margin-right:3.75pt; margin-bottom:0in;margin-left:0in;margin-bottom:.0001pt;text-align:right; text-indent:-.25in;mso-list:l1 level1 lfo1;tab-stops:list .5in;background:white; vertical-align:bottom'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;text-transform:uppercase;letter-spacing:-.75pt; mso-bidi-font-weight:bold'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-size:8.5pt;font-family: "Verdana","sans-serif";mso-fareast-font-family:"Times New Roman";text-transform: uppercase;letter-spacing:-.75pt'><a href="http://www.cs.columbia.edu/%7Ejulia/research_summary.htm"><span style='color:#336699'>Research</span></a><o:p></o:p></span></b></p> <p class=MsoNormal align=right style='margin-top:0in;margin-right:3.75pt; margin-bottom:0in;margin-left:0in;margin-bottom:.0001pt;text-align:right; text-indent:-.25in;mso-list:l1 level1 lfo1;tab-stops:list .5in;background:white; vertical-align:bottom'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;text-transform:uppercase;letter-spacing:-.75pt; mso-bidi-font-weight:bold'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-size:8.5pt;font-family: "Verdana","sans-serif";mso-fareast-font-family:"Times New Roman";text-transform: uppercase;letter-spacing:-.75pt'><a href="http://www.cs.columbia.edu/%7Ejulia/publications_patents.htm"><span style='color:#336699'>Publications</span></a><o:p></o:p></span></b></p> <p class=MsoNormal align=right style='margin-top:0in;margin-right:3.75pt; margin-bottom:0in;margin-left:0in;margin-bottom:.0001pt;text-align:right; text-indent:-.25in;mso-list:l1 level1 lfo1;tab-stops:list .5in;background:white; vertical-align:bottom'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;text-transform:uppercase;letter-spacing:-.75pt; mso-bidi-font-weight:bold'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-size:8.5pt;font-family: "Verdana","sans-serif";mso-fareast-font-family:"Times New Roman";text-transform: uppercase;letter-spacing:-.75pt'><a href="http://www.cs.columbia.edu/%7Ejulia/teaching.htm"><span style='color: #336699'>Teaching</span></a> <o:p></o:p></span></b></p> <p class=MsoNormal align=right style='margin-top:0in;margin-right:3.75pt; margin-bottom:0in;margin-left:0in;margin-bottom:.0001pt;text-align:right; text-indent:-.25in;mso-list:l1 level1 lfo1;tab-stops:list .5in;background:white; vertical-align:bottom'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;text-transform:uppercase;letter-spacing:-.75pt; mso-bidi-font-weight:bold'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-size:8.5pt;font-family: "Verdana","sans-serif";mso-fareast-font-family:"Times New Roman";text-transform: uppercase;letter-spacing:-.75pt'><a href="http://www.cs.columbia.edu/%7Ejulia/service_journal.htm"><span style='color:#336699'>Service</span></a><o:p></o:p></span></b></p> <p class=MsoNormal align=right style='margin-top:0in;margin-right:3.75pt; margin-bottom:0in;margin-left:0in;margin-bottom:.0001pt;text-align:right; text-indent:-.25in;mso-list:l1 level1 lfo1;tab-stops:list .5in;background:white; vertical-align:bottom'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;text-transform:uppercase;letter-spacing:-.75pt; mso-bidi-font-weight:bold'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-size:8.5pt;font-family: "Verdana","sans-serif";mso-fareast-font-family:"Times New Roman";text-transform: uppercase;letter-spacing:-.75pt'><a href="http://www.cs.columbia.edu/%7Ejulia/awards.htm"><span style='color:#336699'>Awards &amp; Honors</span></a><o:p></o:p></span></b></p> <p class=MsoNormal align=right style='margin-top:0in;margin-right:3.75pt; margin-bottom:0in;margin-left:0in;margin-bottom:.0001pt;text-align:right; text-indent:-.25in;mso-list:l1 level1 lfo1;tab-stops:list .5in;background:white; vertical-align:bottom'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol;text-transform:uppercase;letter-spacing:-.75pt; mso-bidi-font-weight:bold'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><b><span style='font-size:8.5pt;font-family: "Verdana","sans-serif";mso-fareast-font-family:"Times New Roman";text-transform: uppercase;letter-spacing:-.75pt'><a href="http://www.cs.columbia.edu/%7Ejulia/slpg.htm"><span style='color:#336699'>Spoken Language Processing Group</span></a><o:p></o:p></span></b></p> </div> <!-- Start Content for Dropdown Menus --><!--Research drop down menu --> <div style='left:157px;top:119px;visibility:hidden' id="dropmenu2_b"> <p class=MsoNormal style='line-height:10.5pt;background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman"'><a href="http://www.cs.columbia.edu/%7Ejulia/research_summary.htm"><span style='color:#336699;border:none windowtext 1.0pt;mso-border-alt:none windowtext 0in; padding:0in'>Summary</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/research_projects.htm"><span style='color:#336699'>Past and Present Projects</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/research_talks.htm"><span style='color:#336699'>Recent Talks</span></a> <o:p></o:p></span></p> </div> <!--Publications drop down menu --> <div id="dropmenu3_b"> <p class=MsoNormal style='line-height:10.5pt;background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman"'><a href="http://www.cs.columbia.edu/%7Ejulia/publications_patents.htm"><span style='color:#336699'>Patents</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/publications_grants.htm"><span style='color:#336699'>Grants</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/publications_refereed.htm"><span style='color:#336699'>Refereed Publications</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/publications_books.htm"><span style='color:#336699'>Book Chapters &amp; Edited Volumes</span></a> <o:p></o:p></span></p> </div> <!--Service drop down menu --> <div id="dropmenu5_b"> <p class=MsoNormal style='line-height:10.5pt;background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman"'><a href="http://www.cs.columbia.edu/%7Ejulia/service_journal.htm"><span style='color:#336699'>Journal Responsibilities</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/service_professional.htm"><span style='color:#336699'>Professional Activities</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/service_talks.htm"><span style='color:#336699'>Invited Talks, Panels, Workshops, and Tutorials</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/service_conference.htm"><span style='color:#336699'>Conference Presentations</span></a> <a href="http://www.cs.columbia.edu/%7Ejulia/service_columbia.htm"><span style='color:#336699'>Columbia Service</span></a> <o:p></o:p></span></p> </div> </div> <!-- End Navigation --><!--Start Content --> <div id=content> <p class=MsoNormal style='background:white'><span style='font-size:8.5pt; font-family:"Verdana","sans-serif";mso-fareast-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> <!--Start Left Column --> <div style='margin-right:18.75pt' id=leftColumn> <h2 style='background:white'><span style='font-size:11.0pt;mso-fareast-font-family: "Times New Roman"'>CS4706: Spoken Language Processing, Spring 2010<o:p></o:p></span></h2> <p style='background:white'><span class=boldtext1><span style='font-size:8.5pt; font-family:"Verdana","sans-serif"'>Time:</span></span><span style='font-size: 8.5pt;font-family:"Verdana","sans-serif"'> Mon/Wed 2:40-3:55<br> <span class=boldtext1>Place: </span>CEPSR 415<o:p></o:p></span></p> <p style='background:white'><span class=boldtext1><span style='font-size:8.5pt; font-family:"Verdana","sans-serif"'>Professor <a href="http://www1.cs.columbia.edu/%7Ejulia">Julia Hirschberg</a></span></span><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'> (Office Hours Tu 3-5)<br> julia@cs.columbia.edu, 212-939-7114<o:p></o:p></span></p> <p style='background:white'><span class=boldtext1><span style='font-size:8.5pt; font-family:"Verdana","sans-serif"'>Teaching Assistant </span></span><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'><a href="http://www.cs.columbia.edu/%7Ecoyne/">Bob Coyne</a> (Office Hours Mo 12-2)<br> coyne@cs.columbia.edu, 212-939-7147<o:p></o:p></span></p> <p align=center style='text-align:center;background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'><a href="#Announcements">Announcements</a> | <a href="#Academic_Integrity">Academic Integrity</a> | <a href="#Description">Description</a> <br> <a href="#Readings">Readings</a> | <a href="#Resources">Resources</a> | <a href="#Requirements">Requirements</a> | <a href="#Syllabus">Syllabus</a><o:p></o:p></span></p> <h2 style='background:white'><a name=Description id=Description></a><span style='font-size:11.0pt;mso-fareast-font-family:"Times New Roman"'>Description<o:p></o:p></span></h2> <p style='background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'>This course introduces students to research in spoken language in computational linguistics, aka natural language processing (NLP). We will study the different `meanings' that can be conveyed by the <span class=boldtext1>way</span> that speakers produce sentences, techniques for analyzing spoken language, methods of developing speech technologies such as text-to-speech systems and speech recognition systems, and applications of speech technologies in the real world, such as spoken dialogue systems.&nbsp; <span class=boldtext1>NB: This course can be counted as a PhD elective in Advanced AI.&nbsp; It is a requirement for the MS NLP Track.&nbsp; There are no official prerequisites for this course except Data Structures or equivalent, and no prior knowledge of NLP will be assumed.</span><o:p></o:p></span></p> <h2 style='background:white'><a name=Requirements id=Requirements></a><span style='font-size:11.0pt;mso-fareast-font-family:"Times New Roman"'>Requirements<o:p></o:p></span></h2> <p style='background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'>Weekly homework assignments and two longer homeworks/projects involving building a text-to-speech system and a speech recognition system from components we will provide; these projects can be done in pairs if you wish.&nbsp; There will be <b><i>no</i></b> exams. Each student in the course is allowed a total of <strong><i><span style='font-family:"Verdana","sans-serif"'>5</span></i></strong><em><b><span style='font-family:"Verdana","sans-serif"'> late days </span></b></em>on homeworks with no questions asked; after that, 10% per late day will be deducted from the homework grade, unless you have a note from your doctor.&nbsp; Do <em><b><span style='font-family:"Verdana","sans-serif"'>not</span></b></em> use these up early!&nbsp; Save them for real emergencies.&nbsp; <o:p></o:p></span></p> <p style='background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'>All students are required to have a <em><b><span style='font-family:"Verdana","sans-serif"'>Computer Science Account</span></b></em> for this class. To sign up for one, go to the <a href="http://www.cs.columbia.edu/%7Ecrf/">CRF website</a> and then click on &quot;Apply for an Account&quot;.&nbsp; The <a href="http://www.cs.columbia.edu/speech/lab.cgi">Speech Lab</a> is available for use in homeworks as needed on a signup basis.<o:p></o:p></span></p> <h2 style='background:white'><span style='font-size:11.0pt;mso-fareast-font-family: "Times New Roman"'>&nbsp;<o:p></o:p></span></h2> <h2 style='background:white'><a name="Academic_Integrity" id="Academic_Integrity"></a><span style='font-size:11.0pt;mso-fareast-font-family: "Times New Roman"'>Academic Integrity<o:p></o:p></span></h2> <p style='background:white'><strong><span style='font-size:8.5pt;font-family: "Verdana","sans-serif"'>Copying or paraphrasing someone's work (code included), or permitting your own work to be copied or paraphrased, even if only in part, is not allowed, and will result in an automatic grade of 0 for the entire assignment or exam in which the copying or paraphrasing was done. Your grade should reflect your own work. If you believe you are going to have trouble completing an assignment, please talk to Prof. Hirschberg or to Robert Coyne in advance of the due date.&nbsp; Please see the <a href="http://www.cs.columbia.edu/education/honesty">university policy</a>.</span></strong><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'><o:p></o:p></span></p> <h2 style='background:white'><a name=Readings id=Readings></a><span style='font-size:11.0pt;mso-fareast-font-family:"Times New Roman"'>Required texts: <o:p></o:p></span></h2> <p style='line-height:normal;background:white'><span style='font-size:8.5pt; font-family:"Verdana","sans-serif"'>&nbsp;&nbsp;&nbsp; Daniel Jurafsky and&nbsp; James H. Martin <a href="http://www.cs.colorado.edu/%7Emartin/slp.html">Speech and Language Processing</a>&nbsp;(second edition). Pearson: Prentice Hall. 2009.&nbsp; See <a href="http://www.cs.colorado.edu/~martin/SLP/errata-version.html">errata</a> before you do each reading assignment.&nbsp; There are some typos in algorithms.<o:p></o:p></span></p> <p style='line-height:normal;background:white'><span style='font-size:8.5pt; font-family:"Verdana","sans-serif"'>&nbsp;&nbsp;&nbsp; Keith Johnson. <a href="http://www.blackwellpublishing.com/book.asp?ref=1405101229">Acoustic &amp; Auditory Phonetics</a> (second edition). Blackwell.&nbsp; 2003.<o:p></o:p></span></p> <p style='line-height:normal;background:white'><span style='font-size:8.5pt; font-family:"Verdana","sans-serif"'>&nbsp;&nbsp;&nbsp; Other required readings are available online via links from this syllabus.<o:p></o:p></span></p> <p style='background:white'><strong><span style='font-size:8.5pt;font-family: "Verdana","sans-serif"'>Grading:</span></strong><span style='font-size:8.5pt; font-family:"Verdana","sans-serif"'><o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:7.5pt; margin-left:0in;text-indent:-.25in;mso-list:l0 level1 lfo2;tab-stops:list .5in; background:white'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman"'>10% Class Participation<o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:7.5pt; margin-left:0in;text-indent:-.25in;mso-list:l0 level1 lfo2;tab-stops:list .5in; background:white'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman"'>50% Homeworks<o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:7.5pt; margin-left:0in;text-indent:-.25in;mso-list:l0 level1 lfo2;tab-stops:list .5in; background:white'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman"'>40% Course projects<o:p></o:p></span></p> <h2 style='background:white'><a name=Announcements id=Announcements></a><span style='font-size:11.0pt;mso-fareast-font-family:"Times New Roman"'>Homework submission procedure is described <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/submissions.htm">HERE</a>.</span></h2> <p style='background:white'>&nbsp;</p> <h2 style='background:white'><b> <font face="Arial" style="font-size: 11pt" color="#006699">Lab Signup</font>.</b> </h2> <p style='background:white'> <a href="http://www.cs.columbia.edu/speech/sign-up/index.php">Sign-up</a> to use the Linux computers in the <a href="http://www.cs.columbia.edu/speech/lab.cgi"> Speech Lab</a><span style="background-color: #FFFFFF; background-position: 0% 0%">.</span> <span style="background-color: #FFFFFF; background-position: 0% 0%">.</span></p> <p style='background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'>&nbsp;<o:p></o:p></span></p> <h2 style='background:white'><a name=Resources id=Resources></a><span style='font-size:11.0pt;mso-fareast-font-family:"Times New Roman"'>Resources<o:p></o:p></span></h2> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:7.5pt; margin-left:0in;text-indent:-.25in;mso-list:l2 level1 lfo3;tab-stops:list .5in; background:white'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman"'><a href="http://www.fon.hum.uva.nl/praat/">Praat</a> - <a href="http://www1.cs.columbia.edu/~agus/tobi/">Praat resources</a><o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:7.5pt; margin-left:0in;text-indent:-.25in;mso-list:l2 level1 lfo3;tab-stops:list .5in; background:white'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman"'><a href="http://www1.cs.columbia.edu/%7Eagus/tobi/">Help using ToBI - ToBI Annotation Environments</a> <o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:7.5pt; margin-left:0in;text-indent:-.25in;mso-list:l2 level1 lfo3;tab-stops:list .5in; background:white'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman"'><a href="http://www.acoustics.hut.fi/%7Eslemmett/speech.html">Text-to-Speech Links</a> <a href="http://www-2.cs.cmu.edu/%7Eawb/synthesizers.html">and more...</a> <o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-top-alt:auto;margin-bottom:7.5pt; margin-left:0in;text-indent:-.25in;mso-list:l2 level1 lfo3;tab-stops:list .5in; background:white'><![if !supportLists]><span style='font-size:10.0pt; mso-bidi-font-size:8.5pt;font-family:Symbol;mso-fareast-font-family:Symbol; mso-bidi-font-family:Symbol'><span style='mso-list:Ignore'><span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><![endif]><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman"'><a href="http://www.yamaha.co.jp/product/vocaloid/en/sample.html">Text-to-Song synthesis</a><o:p></o:p></span></p> <h2 style='background:white'><a name=Syllabus id=Syllabus></a><span style='font-size:11.0pt;mso-fareast-font-family:"Times New Roman"'>Syllabus<o:p></o:p></span></h2> <p style='background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'>&nbsp;<o:p></o:p></span></p> <table class=MsoNormalTable border=1 cellpadding=0 width="108%" style='width:108.0%;mso-cellspacing:1.5pt;border:groove windowtext 2.25pt; mso-border-alt:three-d-engrave windowtext 2.25pt;mso-yfti-tbllook:1184; mso-padding-alt:0in 0in 0in 0in' bordercolorlight="#808080" bordercolordark="#C0C0C0"> <!-- MSTableType="nolayout" --> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;background:silver;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal align=center style='mso-margin-bottom-alt:auto;text-align: center;mso-line-height-alt:10.5pt'><b><span style='font-size:13.5pt; font-family:"Arial Rounded MT Bold","sans-serif"'>Date </span></b><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;background:silver;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal align=center style='mso-margin-bottom-alt:auto;text-align: center;mso-line-height-alt:10.5pt'><b><span style='font-size:13.5pt; font-family:"Arial Rounded MT Bold","sans-serif"'>Topic </span></b><o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;background:silver;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal align=center style='mso-margin-bottom-alt:auto;text-align: center;mso-line-height-alt:10.5pt'><b><span style='font-size:13.5pt; font-family:"Arial Rounded MT Bold","sans-serif"'>Reading&nbsp; Assignments </span></b><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;background:silver;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal align=center style='mso-margin-bottom-alt:auto;text-align: center;line-height:10.5pt'><b><span style='font-size:10.0pt;font-family:"Arial Rounded MT Bold","sans-serif"'>&nbsp;HW Due Dates and Other Assignments</span></b></p> </td> </tr> <tr style='mso-yfti-irow:1'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Jan 20</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:ridge black 2.25pt;mso-border-alt: three-d-emboss black 2.25pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/intro.ppt">It's not <i>what</i> you said, it's <i>how</i> you said it</a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/intro.pdf">[pdf]</a></span><o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:2'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Jan 25</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:ridge black 2.25pt;mso-border-alt: three-d-emboss black 2.25pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/speech-prod.ppt">From Sounds to Language</a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/speech-prod.pdf">[pdf]</a></span><o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 7.1-7.3, 7.5</span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:3'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Jan 27</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:ridge black 2.25pt;mso-border-alt: three-d-emboss black 2.25pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'><a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/analysis.ppt">Acoustics of Speech</a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/analysis.pdf">[pdf]</a></span><o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 7.4; Johnson Ch. 1-2</span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/hw/HW1.htm"><span style='font-size:10.0pt'>HW1</span></a><span style='font-size:10.0pt'> due</span></p> </td> </tr> <tr style='mso-yfti-irow:4'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Feb 1</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:ridge black 2.25pt;mso-border-alt: three-d-emboss black 2.25pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/speech_analysis_tools.ppt">Tools for Speech Analysis</a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/speech_analysis_tools.pdf">[pdf]</a></span><o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/jp/praat_tutorial.pdf"><span style='font-size:10.0pt'>Praat tutorial 1</span></a><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Class will be held in the <a href="http://www.cs.columbia.edu/speech/">Speech Lab</a>.&nbsp; Download Praat to your laptop if you have one.&nbsp; Bring it to class with headphones if you have them.</span></p> </td> </tr> <tr style='mso-yfti-irow:5'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Feb 3</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/tts.ppt"><span style='font-size:10.0pt'>Speech Generation Overview</span></a><o:p> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/tts.pdf">[pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 8 (pp. 249-50, 281-84); </span><a href="http://www.ling.su.se/staff/hartmut/kemplne.htm"><span style='font-size:10.0pt'>TTS-history</span></a>; <a href="http://www.acoustics.hut.fi/publications/files/theses/lemmetty_mst/appa.html">Historical examples</a><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/hw/HW2.htm"><span style='font-size:10.0pt'>HW2</span></a><span style='font-size:10.0pt'> due</span></p> </td> </tr> <tr style='mso-yfti-irow:6'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Feb 8</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/coyne-project1.pptx">Building a TTS System</a></span><o:p> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/norm.pdf">[pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://festvox.org/festtut/notes/festtut_toc.html"><span style='font-size:10.0pt'>Black-Festival-Notes</span></a><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/hw/PROJ1.htm"><span style='font-size:10.0pt'>Project 1 </span></a><span style='font-size:10.0pt'>(TTS) assigned</span></p> </td> </tr> <tr style='mso-yfti-irow:7'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Feb 15</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/norm.ppt"><span style='font-size:10.0pt'>Text Normalization</span></a><o:p> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/norm.pdf">[pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='mso-margin-bottom-alt:auto;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 8.1, </span><a href="http://www1.cs.columbia.edu/~julia/papers/yarowsky97.pdf"><span style='font-size:10.0pt'>Yarowsky97</span></a><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:8'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Feb 17</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><span style='font-size:10.0pt'> <a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/pron.ppt">Modeling Pronunciation</a></span><o:p> <a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/pron.pdf">[pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 8.2; <a href="http://www1.cs.columbia.edu/~julia/papers/fackrell-skut04.pdf">Fackrell&amp;Skut04,</a> </span><o:p> <a href="http://www.cs.columbia.edu/~julia/papers/ghoshaletal09.pdf"> Ghoshaletal09</a></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/hw/HW3.htm">HW3</a> due</span></p> </td> </tr> <tr style='mso-yfti-irow:9'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Feb 22</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/representing.ppt">Prosody Modeling </a></span><o:p> <a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/representing.pdf">[pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www.cs.columbia.edu/~julia/papers/hop03.pdf"><span style='font-size:10.0pt'>Hirschberg03</span></a><span style='font-size:10.0pt'>, J&amp;M 8.3.0-8.3.4, <a href="http://www1.cs.columbia.edu/~julia/papers/conv.ps">ToBI labeling conventions</a> <br> &nbsp;</span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'><a href="http://www.cs.columbia.edu/~agus/tobi/">Download and isten to all the ToBI examples; try to imitate them and decide what they mean.</span></p> </td> </tr> <tr style='mso-yfti-irow:10'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Feb 24</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'> Prosody Modeling 2</p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>&nbsp;</p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>&nbsp;</p> </td> </tr> <tr style='mso-yfti-irow:11'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2">Mar 1</font></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/prediction.ppt"><span style='font-size:10.0pt'>Predicting Prosody from Text</span></a><o:p> <a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/prediction.pdf">[pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><span style='font-size:10.0pt'>J&amp;M 8.3.4-8.3.7; </span></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Project 1 due</span></p> </td> </tr> <tr style='mso-yfti-irow:12'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Mar 3</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>Michael Collins&#39; talk</p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>&nbsp;</p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:13'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Mar 8</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/infostat.ppt"><span style='font-size:10.0pt'>Information Status: Focus and Given/New</span></a><o:p> <a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/infostat.pdf">[pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><a href="http://www1.cs.columbia.edu/~julia/papers/gbrown83.pdf"><span style='font-size:10.0pt'>GBrown83</span></a><span style='font-size:10.0pt'>, <a href="http://www1.cs.columbia.edu/~julia/papers/prince92.pdf">Prince92</a>, <a href="http://www.cs.columbia.edu/~julia/papers/terken&hirschberg93.pdf">Terken&amp;Hirschberg93</a></span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><span style='font-size:10.0pt'><a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/hw/HW4.htm">HW4</a> due</span></p> </td> </tr> <tr style='mso-yfti-irow:14'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Mar 10</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/backend-synthesis.ppt"> Backend Synthesis and Evaluation</a><o:p> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/backend-synthesis.pdf"> [pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M </span><span style='font-size:10.0pt'>&amp;M 8.4-5, 8.6 <a href="http://www.cs.columbia.edu/~julia/papers/tokudaetal02.pdf">Tokuda35al02</a></span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Mar 15-19</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Spring Break</span><o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:15'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Mar </span><o:p>22</o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'> <a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/asr.ppt"><span style='font-size:10.0pt'>ASR: </span><font size="2">Overview</font></a><font size="2"> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/asr.pdf">[pdf]</a></font></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>J&amp;M 9-9.2, 6-6.3</p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <span style='font-size:10.0pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/hw/HW5.htm">HW5 </a>due</span></p> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> &nbsp;</p> </td> </tr> <tr style='mso-yfti-irow:17'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Mar 24</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt;color:#6699CC'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/htkslides.pptx"> Building an ASR System</a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/htkslides.pdf">[pdf]</a></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;J&amp;M 9.3-9.7, Johnson Ch. 1-2 (review)</span></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'>Fadi Biadsy</p> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'> <span style='font-size:10.0pt'> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/hw/CS4706-project2.pdf">Project 2</a> (ASR) assigned</span></p> </td> </tr> <tr style='mso-yfti-irow:18'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Mar 29</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2"> <a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/ngrams.pdf">Language Modeling [pdf]</a></font></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 4, 9.5</span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>&nbsp;</p> </td> </tr> <tr style='mso-yfti-irow:19'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Mar 31</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/asreval.ppt">ASR Evaluation</a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/asreval.pdf">[pdf]</a></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>J&amp;M 9.8</p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:20'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2">Apr 5</font></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2"> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/perc.pptx">Human Speech Perception</a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/perc.pdf">[pdf]</a></p> </font></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='mso-margin-bottom-alt:auto;line-height:10.5pt'> <font size="2">J&amp;M 10.7; Johnson 3-4</font></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'></span></p> </td> </tr> <tr style='mso-yfti-irow:21'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Apr 7</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><a href="http://www1.cs.columbia.edu/~julia/courses/CS4706/segmentation.ppt"><span style='font-size:10.0pt'>Metadata:&nbsp; Speaker, Sentence&nbsp; and Topic Segmentation and Disfluencies</span></a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/metadata.pdf">[pdf]</a></p> <o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 10.5, <a href="http://www.cs.columbia.edu/~julia/papers/liuetal04.pdf">Liuetal04</a>, <a href="http://www.cs.columbia.edu/~julia/papers/liuetal05.pdf">Liuetal05</a>, <a href="http://www.cs.columbia.edu/~julia/papers/snoveretal04.pdf">Snoveretal04</a> </span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:22'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Apr 12</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/cs4706_DREC.pptx">Dialect Identification</a> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/cs4706_DREC.pdf"> [pdf]</a></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> &nbsp;</p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2">Fadi Biadsy</font></p> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>&nbsp;</p> </td> </tr> <tr style='mso-yfti-irow:23'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Apr 14</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/decep.ppt">Deception Detection</a></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>&nbsp;</p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;Project 2 due </span></p> </td> </tr> <tr style='mso-yfti-irow:24'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Apr 19</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/sds-new.ppt"><span style='font-size:10.0pt'>Spoken Dialogue</span></a><span style='font-size: 10.0pt'>: Human and Machine</span><o:p> [<a href="http://www.cs.columbia.edu/~julia/courses/CS4706/sds-new.pdf">pdf]</a></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 24-24.1, 24.8</span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2"> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/hw/PROJ3.pdf">Project 3</a> (SDS) assigned</font></p> </td> </tr> <tr style='mso-yfti-irow:25'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Apr 21</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/sds_arch_jbg.ppt">SDS System Architectures</a></span><o:p> [<a href="file:///Y:/html/courses/CS4706/sds_arch_jbg.pdf">pdf</a>]</o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span lang=DE style='font-size:10.0pt;mso-ansi-language:DE'>J&amp;M 24.2-3, </span><a href="http://www1.cs.columbia.edu/~julia/papers/goldberg03.pdf"><span lang=DE style='font-size:10.0pt;mso-ansi-language:DE'>Goldberg03</span></a><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;Guest Lecturer:&nbsp; Joshua Gordon</span></p> </td> </tr> <tr style='mso-yfti-irow:26'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Apr 26</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2"> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/turn-taking.ppt">Turn-taking in SDS</font> [<a href="file:///Y:/html/courses/CS4706/turn-taking.pdf">pdf</a>]</o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2"> <a href="http://www.cs.columbia.edu/~julia/papers/gravano&hirschberg09.pdf"> Gravano&amp;Hirschberg09</a></font></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>&nbsp;</p> </td> </tr> <tr style='mso-yfti-irow:27'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Apr 28</span></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;mso-line-height-alt:10.5pt'><a href="http://www.cs.columbia.edu/~julia/courses/CS4706/da-infostat.ppt"><span style='font-size:10.0pt'>Dialogue Acts and Information State</span></a><o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span lang=DE style='font-size:10.0pt;mso-ansi-language:DE'>J&amp;M 24.5, <a href="http://www.cs.columbia.edu/~julia/papers/specom04.pdf">Hirschbergetal04</a></span></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:28'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2">May 3</font></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><o:p> <font size="2"> <a href="http://www.cs.columbia.edu/~julia/courses/CS4706/sds-eval.pptx">SDS Evaluation</a> [<a href="http://www.cs.columbia.edu/~julia/courses/CS4706/sds-eval.pdf">pdf</a>]</font></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>J&amp;M 24.4, <a href="http://www1.cs.columbia.edu/~julia/papers/walker97.pdf">Walkeretal97</a> </span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'>&nbsp;</p> </td> </tr> <tr style='mso-yfti-irow:30'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>May 4-6</span><o:p></o:p></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Study Days</span><o:p></o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span><o:p></o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span></p> </td> </tr> <tr style='mso-yfti-irow:31;mso-yfti-lastrow:yes'> <td width="11%" style='width:11.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'> <font size="2">May 12</font></p> </td> <td width="36%" style='width:36.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span><o:p>Project Presentations</o:p></p> </td> <td width="34%" style='width:34.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>&nbsp;</span><o:p>1:10-4pm</o:p></p> </td> <td width="15%" style='width:15.0%;border:solid black 1.0pt;mso-border-alt: solid black .75pt;padding:.75pt .75pt .75pt .75pt' bordercolorlight="#000000" bordercolordark="#006699"> <p class=MsoNormal style='margin-bottom:7.5pt;line-height:10.5pt'><span style='font-size:10.0pt'>Project 3 due&nbsp;</span></p> </td> </tr> </table> <p style='background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'>&nbsp;<o:p></o:p></span></p> <p style='background:white'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'>&nbsp;<o:p></o:p></span></p> </div> <!-- Start Right Column --> <div style='margin-bottom:18.75pt' id=rightColumn> <h2 style='background:white'><span style='font-size:11.0pt;mso-fareast-font-family: "Times New Roman"'>&nbsp;<o:p></o:p></span></h2> <p class=MsoNormal style='mso-margin-bottom-alt:auto;margin-left:15.0pt; mso-line-height-alt:9.0pt;background:white'><span style='font-size:8.5pt; font-family:"Verdana","sans-serif";color:#6699CC;mso-no-proof:yes'><img border=0 width=120 height=150 id="_x0000_i1027" src="../../images/hirschberg_portrait.jpg" alt="Julia Hirshberg Portrait"></span><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'><o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-bottom-alt:auto;margin-left:15.0pt; line-height:9.0pt;background:white'><a name=Syllabus2 id=Syllabus1></a><a name=Syllabus1 id=Syllabus2></a><span style='mso-bookmark:Syllabus2'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif";color:#6699CC'>Julia Hirschberg<br> Professor, Computer Science</span></span><span style='mso-bookmark:Syllabus2'></span><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'><o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-bottom-alt:auto;margin-left:15.0pt; line-height:9.0pt;background:white'><a name=Syllabus4 id=Syllabus3></a><a name=Syllabus3 id=Syllabus4></a><span style='mso-bookmark:Syllabus4'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif";color:#6699CC'>Columbia University<br> Department of Computer Science<br> 1214 Amsterdam Avenue<br> M/C 0401<br> 450 CS Building<br> New York, NY 10027</span></span><span style='mso-bookmark:Syllabus4'></span><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'><o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-bottom-alt:auto;margin-left:15.0pt; line-height:9.0pt;background:white'><a name=Syllabus6 id=Syllabus5></a><a name=Syllabus5 id=Syllabus6></a><span style='mso-bookmark:Syllabus6'><span style='font-size:8.5pt;font-family:"Verdana","sans-serif";color:#6699CC'>email: </span></span><span style='mso-bookmark:Syllabus6'></span><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"'><a href="mailto:julia@cs.columbia.edu">julia@cs.columbia.edu</a><br> phone: (212) 939-7114<o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-bottom-alt:auto;margin-left:15.0pt; line-height:9.0pt;background:white'><span style='font-size:8.5pt;font-family: "Verdana","sans-serif"'><a href="../../files/cv.pdf" target="_blank">Download CV</a><o:p></o:p></span></p> <p class=MsoNormal style='mso-margin-bottom-alt:auto;margin-left:15.0pt; line-height:9.0pt;background:white'><span style='font-size:8.5pt;font-family: "Verdana","sans-serif"'>&nbsp;<o:p></o:p></span></p> </div> </div> <!-- End Right Column --><!-- End Content --><!--Start Address --> <div style='border:none;border-top:solid #336699 1.0pt;mso-border-top-alt:solid #336699 .75pt; padding:4.0pt 0in 0in 0in;margin-left:6.0pt' id=address> <p class=MsoNormal align=right style='margin-bottom:12.0pt;text-align:right; line-height:9.0pt;background:white'><span class=boldtext1><span style='font-size:7.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman";color:#999999'><a href="http://www.columbia.edu/">Columbia University</a> Department of Computer Science </span></span><span style='font-size:7.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman";color:#999999'>/ <a href="http://www.engineering.columbia.edu/">Fu Foundation School of Engineering &amp; Applied Science</a><br> 450 Computer Science Building / 1214 Amsterdam Avenue, Mailcode: 0401 / New York, New York 10027-7003<br> Tel: 1.212.939.7000 / Fax: 1.212.666.0140<o:p></o:p></span></p> </div> </div> </div> <p class=MsoNormal><span style='font-size:8.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman"'><span style='display:none; mso-hide:all'><INPUT TYPE="hidden" id=gwProxy><!--End Address --><!--End Frame --></span><span style='display:none;mso-hide:all'><INPUT TYPE="hidden" id=jsProxy onclick="jsCall();"><!--Session data--></span><o:p></o:p></span></p> </div> </body> </html>